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Recruiters sit on hundreds of CVs they can't search. Keyword search misses the obvious — the candidate wrote "React", you searched "frontend", they never surface — and every AI tool that fixes that ships candidate data to a third-party API.
I built RecruitSecure AI to do the semantic search without the API call. The embedding model runs server-side through Transformers.js (quantized multilingual-e5-small, 384 dimensions, 100+ languages), so you can ask in Spanish and it finds CVs written in English — and nothing ever leaves the deployment.
Drop in PDFs or DOCX and it extracts name, email, skills and experience, indexes each CV as a vector, and answers plain-language queries like "frontend lead who has built a design system": ranked by relevance, each result showing the exact CV fragments behind the match, so the recruiter sees the reason and not just a score. Retrieval is hybrid — pgvector HNSW cosine fused with BM25 full-text through Reciprocal Rank Fusion, then re-ranked from the recruiter's own thumbs up/down.
Next.js 16, React 19, strict TypeScript, PostgreSQL + pgvector through Drizzle ORM, Auth.js, Stripe subscriptions, multi-tenant with AES-256-GCM encryption at rest and GDPR export and deletion. Built solo, end to end.
The video is the real application: ten synthetic CVs uploaded through the actual pipeline, extracted, embedded and searched. Nothing staged.
The network for creativity
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16:3 Studio is my independent software studio website, designed and developed from the ground up to showcase selected work, services, and my approach to building digital products.
The site combines an editorial-inspired visual system with a clean, structured layout, subtle interactions, and responsive design. I focused on creating a distinct studio identity while keeping the experience fast, accessible, and easy to navigate across devices.
Built with Next.js, TypeScript, Tailwind CSS, and Framer Motion, with an emphasis on reusable components, performance, responsive behavior, and polished frontend details.
My role: Design, Frontend Development & Engineering
Stack: Next.js · TypeScript · Tailwind CSS · Framer Motion
The studio site has a clear way to show both the work and how you build it. I like that you kept the motion subtle. Did you have to make any tradeoffs to keep it fast on mobile?
I'm experimenting with two responsive designs for mobile bottom navigation and would love to hear your thoughts.
Which approach would you prefer? 👇
A — Multi-row Grid
Navigation items wrap into multiple rows to accommodate smaller screens.
B — Horizontally Scrollable Bar
A single-row navigation bar that users can scroll horizontally to access more options.
Which feels more intuitive, accessible, and user-friendly?
Vote for A or B and let me know why in the comments. I'd love to hear your perspective! 🚀
2 voted
50%
2 voted
50%
4 votes
Closed
Multi-row Grid is more practical I like it great job 🎉🎉🔥🔥
I help businesses scale through custom AI engineering services.
This video outlines my services for creating consistent AI characters and cinematic AI ads for brands looking to stand out.
Whether you need a full brand film or specific automation tools, I focus on delivering high-quality assets that align with your business goals.
Every project starts with a clear brief and a strategic approach. If you are unsure where to begin, I suggest starting with an AI audit to identify the best opportunities for automation within your current operations.
Let me know in the comments what kind of content you are trying to produce for your brand.
I like how you kick off with a clear brief and an AI audit to map out the automation opportunities.